Ownership Structure, Financial Decisions, and Institutional Setting: An International Analysis through Simultaneous Equations
Table 4
System of simultaneous equations estimates: baseline model.
Civil
Common
Civil
Common
Civil
Common
MBE
HERF
LEV
LEV
1.707***
1.302***
0.215***
0970***
(0.333)
(0.332)
(0.043)
(0.035)
MBE
0.118***
−0.744***
−0.549**
0.766***
(0.044)
(0.168)
(0.284)
(0.173)
HERF
4.091***
1.030***
(0.213)
(0.048)
SIZE
−1.151***
−0,384**
−0.170***
−0.284***
0.756***
0.292***
(0.217)
(0.163)
(0.032)
(0.105)
(0.092)
(0.108)
OPORT
−0.013
−0.007
−0.004***
−0.005
−0.019**
−0.005
(0.009)
(0.004)
(0.001)
(0.004)
(0.008)
(0.004)
RISK
31.893***
0.013**
−3.874**
0.010**
16.656*
0.010**
(5.231)
(0.006)
(1.647)
(0.005)
(8.262)
(0.005)
ROA
26.884***
24.371***
0.849***
18.134***
−3.790***
−18.689***
(3.295)
(1.530)
(0.786)
(3.424)
(3.315)
(3.517)
C1
−0.034***
−0.008*
(0.011)
(0.004)
C12
0.000**
0.000
(0.000)
(0.000)
INS
−0.047***
−0.000
(0.011)
(0.001)
INS2
0.000***
−0.000
(0.000)
(0.000)
Country effect
Yes
Yes
Yes
Yes
Yes
Yes
Industry effect
Yes
Yes
Yes
Yes
Yes
Yes
Year effect
Yes
Yes
Yes
Yes
Yes
Yes
Observations
1176
1608
1176
1608
1176
1608
Average treatment effect
−0.1504*** (0.0062)
1.2545*** (0.2082)
−1.4443** (0.7152)
Hausman-Wu test
82.41***
66.35***
11.36***
12.73***
27.84***
65.97***
0.4704
0.3410
0.1988
0.3756
0.2964
0.2760
Estimated coefficients and (standard deviation) of the systems of simultaneous equations. The endogeneous variables are financial leverage (LEV), MBE (ratio of equity market to book value), and HERF (Herfindahl index of ownership concentration). The exogeneous variables are return on assets (ROA), the size of the firm (SIZE), the growth opportunities (OPORT), the risk of the assets (RISK), the percentage of shares held by the largest shareholder (C1) and the percentage of shares held by the managers (INS). ***, **, * stand for significant at 99%, 95%, and 90% confidence levels. The Chow test allow testing the null hypothesis that both estimations are from the same sample. All the estimations include time-dummy variables.